{"id":"W7064601133","doi":"","title":"Case Authoring from Text Historical Experiences","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004025316,0.000354928,0.0002498068,0.005342906,0.003326941,0.003563317,0.001253189,0.001981823,0.08709899],"category_scores_gemma":[0.0309635,0.0002443395,0.0003436461,0.004301746,0.001761325,0.004071742,0.002552576,0.001604761,0.01289236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524763,"about_ca_system_score_gemma":0.00160334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000886689,"about_ca_topic_score_gemma":0.00299067,"domain_scores_codex":[0.9964955,0.001415962,0.0004181254,0.0003089627,0.001134419,0.0002268992],"domain_scores_gemma":[0.9851072,0.008892073,0.001061304,0.001732052,0.002507646,0.0006997224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001714837,0.0001422431,0.004198919,0.001159765,0.00001203641,0.02765047,0.04646008,0.0004220488,0.001923118,0.07810781,0.6136076,0.2261444],"study_design_scores_gemma":[0.000008790555,0.00001598349,0.001151534,0.0007138561,0.00000775831,0.006803084,0.009039061,0.0002159542,0.001004194,0.007128221,0.9738945,0.00001697748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03036041,0.002805378,0.01397733,0.02203616,0.009948191,0.0007612235,0.002073076,0.0004186775,0.9176196],"genre_scores_gemma":[0.3712855,0.009309642,0.02508211,0.006391971,0.004753488,0.001348736,0.00377222,0.001035153,0.5770212],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08709899,"threshold_uncertainty_score":0.2913752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447997799684668,"score_gpt":0.2150078084461945,"score_spread":0.1905278304493478,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}